{"id":"https://openalex.org/W4285111304","doi":"https://doi.org/10.1109/tmm.2022.3181447","title":"Image Hazing and Dehazing: From the Viewpoint of Two-Way Image Translation With a Weakly Supervised Framework","display_name":"Image Hazing and Dehazing: From the Viewpoint of Two-Way Image Translation With a Weakly Supervised Framework","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4285111304","doi":"https://doi.org/10.1109/tmm.2022.3181447"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2022.3181447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3181447","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044422446","display_name":"Yunan Li","orcid":"https://orcid.org/0000-0001-7316-4354"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunan Li","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-7316-4354","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078847047","display_name":"Huizhou Chen","orcid":"https://orcid.org/0000-0001-6924-4562"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huizhou Chen","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiguang Miao","orcid":"https://orcid.org/0000-0001-6766-8310"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiguang Miao","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6766-8310","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017569039","display_name":"Daohui Ge","orcid":"https://orcid.org/0000-0002-3367-1340"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daohui Ge","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103144255","display_name":"Siyu Liang","orcid":"https://orcid.org/0000-0001-7232-7860"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Liang","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-7232-7860","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031765067","display_name":"Zhuoqi Ma","orcid":"https://orcid.org/0000-0003-0729-9706"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoqi Ma","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-0729-9706","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004666052","display_name":"Bocheng Zhao","orcid":"https://orcid.org/0000-0002-4791-1624"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bocheng Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044422446"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":1.2245,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80128978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"25","issue":null,"first_page":"4704","last_page":"4717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8738260269165039},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.6650811433792114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6621443629264832},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.6289390325546265},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.579097330570221},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5650475025177002},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4964502453804016},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47540220618247986},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3706037104129791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8738260269165039},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.6650811433792114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6621443629264832},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.6289390325546265},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.579097330570221},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5650475025177002},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4964502453804016},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47540220618247986},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3706037104129791},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2022.3181447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3181447","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G12829738","display_name":null,"funder_award_id":"XJS210310","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4141414208","display_name":null,"funder_award_id":"2019M663640","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6114804632","display_name":null,"funder_award_id":"62002271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8760221190","display_name":null,"funder_award_id":"61902296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1552073401","https://openalex.org/W1803059841","https://openalex.org/W1967369969","https://openalex.org/W1971693194","https://openalex.org/W1990592195","https://openalex.org/W2000512760","https://openalex.org/W2028763589","https://openalex.org/W2081418206","https://openalex.org/W2114867966","https://openalex.org/W2121880036","https://openalex.org/W2141030717","https://openalex.org/W2147318913","https://openalex.org/W2156936307","https://openalex.org/W2256362396","https://openalex.org/W2307770531","https://openalex.org/W2331128040","https://openalex.org/W2467473805","https://openalex.org/W2476548250","https://openalex.org/W2508509730","https://openalex.org/W2519481857","https://openalex.org/W2576444478","https://openalex.org/W2604113307","https://openalex.org/W2751349477","https://openalex.org/W2765717554","https://openalex.org/W2767420414","https://openalex.org/W2767516232","https://openalex.org/W2779176852","https://openalex.org/W2788682721","https://openalex.org/W2793146153","https://openalex.org/W2798876216","https://openalex.org/W2805176243","https://openalex.org/W2892730469","https://openalex.org/W2895176907","https://openalex.org/W2902857081","https://openalex.org/W2903226808","https://openalex.org/W2948606054","https://openalex.org/W2950789533","https://openalex.org/W2951939904","https://openalex.org/W2962754725","https://openalex.org/W2962782447","https://openalex.org/W2962793481","https://openalex.org/W2962823940","https://openalex.org/W2962944749","https://openalex.org/W2962947361","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963306157","https://openalex.org/W2963767194","https://openalex.org/W2963878020","https://openalex.org/W2963890275","https://openalex.org/W2963928582","https://openalex.org/W2964274719","https://openalex.org/W2976715267","https://openalex.org/W2985194834","https://openalex.org/W2988209803","https://openalex.org/W2989362930","https://openalex.org/W2989855043","https://openalex.org/W2990007814","https://openalex.org/W3002181557","https://openalex.org/W3034331889","https://openalex.org/W3035002246","https://openalex.org/W3035601380","https://openalex.org/W3066471605","https://openalex.org/W3105901005","https://openalex.org/W3108316907","https://openalex.org/W3133769291","https://openalex.org/W3134116831","https://openalex.org/W3159890710","https://openalex.org/W3196616669","https://openalex.org/W6647720530","https://openalex.org/W6734074887","https://openalex.org/W6735204497","https://openalex.org/W6749271710","https://openalex.org/W6757040593","https://openalex.org/W6790872619"],"related_works":["https://openalex.org/W2918279720","https://openalex.org/W4308217387","https://openalex.org/W4288069866","https://openalex.org/W2986947168","https://openalex.org/W3166978923","https://openalex.org/W4389232935","https://openalex.org/W3109545856","https://openalex.org/W2936127876","https://openalex.org/W4213477128","https://openalex.org/W3110114991"],"abstract_inverted_index":{"Image":[0],"dehazing":[1,19,121,186,238],"is":[2,8,46],"an":[3],"important":[4],"task":[5,65],"since":[6],"it":[7,112],"the":[9,24,61,82,86,90,94,114,129,144,157,163,174,179,182,204,212,231],"prerequisite":[10],"for":[11,97,153],"many":[12,50],"downstream":[13],"high-level":[14],"computer":[15],"vision":[16],"tasks.":[17],"Previous":[18],"methods":[20,233],"depend":[21],"on":[22,218,242],"either":[23],"hand-designed":[25],"priors/assumptions":[26],"or":[27,207],"supervised":[28,73,185],"learning":[29],"with":[30,230],"plenty":[31],"of":[32,63,79,131,151,156],"data,":[33],"which":[34,147,172],"are":[35],"not":[36],"easy":[37],"to":[38,66,75,116,139],"implement":[39],"in":[40,49,211],"practice.":[41],"Meanwhile,":[42,159],"synthesizing":[43],"hazy":[44,83,193],"images":[45,196],"also":[47],"significant":[48],"scenes":[51],"like":[52,203],"multi-weather":[53],"image":[54,67,84,92],"generation.":[55],"In":[56],"this":[57,64],"paper,":[58],"we":[59,99,166],"change":[60],"viewpoint":[62],"translation":[68,141],"and":[69,89,110,120,133,194,234,239],"develop":[70],"a":[71,101,107,168],"weakly":[72,184],"framework":[74],"achieve":[76,117,225],"it.":[77],"Instead":[78],"simply":[80],"considering":[81],"as":[85,93,178],"source":[87],"domain":[88,96,108],"haze-free":[91,195],"target":[95],"translation,":[98],"design":[100,126,167],"feature":[102],"representation":[103],"scheme":[104],"that":[105],"generates":[106],"indicator,":[109],"embed":[111],"into":[113],"decoder":[115],"both":[118],"hazing":[119,240],"within":[122],"one":[123,149],"network.":[124],"This":[125],"significantly":[127],"reduces":[128],"complexity":[130],"network":[132],"can":[134,224],"be":[135],"more":[136,236],"easily":[137],"extended":[138],"multi-domain":[140],"tasks":[142],"than":[143,198],"previous":[145,183],"methods,":[146,187],"need":[148],"pair":[150],"generator-discriminator":[152],"each":[154],"direction":[155],"translation.":[158],"aiming":[160],"at":[161],"solving":[162],"haze-relevant":[164],"task,":[165],"haze":[169],"attention":[170],"module,":[171],"takes":[173],"local":[175],"entropy":[176],"map":[177,206],"input.":[180],"Unlike":[181],"our":[188,222],"approach":[189],"only":[190],"requires":[191],"unpaired":[192],"rather":[197],"any":[199],"intermediate":[200],"supervising":[201],"data":[202],"transmission":[205],"atmospheric":[208,213],"light":[209],"defined":[210],"scattering":[214],"model.":[215],"Experimental":[216],"results":[217,227,241],"synthetic":[219],"datasets":[220],"show":[221],"method":[223],"competitive":[226],"when":[228],"compared":[229],"state-of-the-art":[232],"yield":[235],"appealing":[237],"real-world":[243],"images.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
